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Publications information icon

Distributed Bayes Blocks for Variational Bayesian Learning

Peer-reviewed
Honkela, Antti
-2006Publications information icon

Stabilised finite element methods for variational inequalities

Gustafsson, Tom; Stenberg, Rolf; Videman, Juha
Nordic Seminar on Computational Mechanics2017Publications information icon

BayesPy Variational Bayesian inference in Python

Peer-reviewed
Open access
Luttinen, Jaakko
Journal of Machine Learning Research2016Publications information icon

Inverse estimates of basic auditory and visual MEG responses by hierarchical Variational Bayesian approach

Nummenmaa, Aapo; Auranen, Toni; Hämäläinen, Matti S.; Jääskeläinen, Iiro P.; Lampinen, Jouko; Sams, ...
-2006Publications information icon

On-line Variational Bayesian Learning

Peer-reviewed
Honkela, Antti; Valpola, H.
-2003Publications information icon

Nonlinear Blind Source Separation by Variational Bayesian Learning

Peer-reviewed
Valpola, Harri; Oja, E.; Ilin, A.; Honkela, A.; Karhunen, J.
IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences2003Publications information icon

Hierarchical Bayesian estimates of distributed MEG sources: theoretical aspects and comparison of variational and MCMC methods

Peer-reviewed
DOI
10.1016/j.neuroimage.2006.05.001
Nummenmaa, Aapo; Auranen, Toni; Hämäläinen, Matti S.; Jääskeläinen, Iiro P.; Lampinen, Jouko; Sams, ...
NeuroImage2007Publications information icon

Unsupervised Variational Bayesian Learning of Nonlinear Models

Peer-reviewed
Honkela, A.; Valpola, H.
MIT PRESS2005Publications information icon

On image decompositions, segmentation and denoising using variational methods

Tiirola, Juha
Juha Tiirola2015Publications information icon

Easily implementable iterative methods for variational inequalities with nonlinear diffusion-convection operator and constraints to the gradient of solution

Peer-reviewed
DOI
10.1515/rnam-2015-0005
Laitinen, Erkki; Lapin, Alexander; Lapin, Sergey
Russian journal of numerical analysis and mathematical modelling2015

Distributed Bayes Blocks for Variational Bayesian Learning

Peer-reviewed
2006

Stabilised finite element methods for variational inequalities

2017

BayesPy Variational Bayesian inference in Python

Peer-reviewed
Open access
2016

Inverse estimates of basic auditory and visual MEG responses by hierarchical Variational Bayesian approach

2006

On-line Variational Bayesian Learning

Peer-reviewed
2003

Nonlinear Blind Source Separation by Variational Bayesian Learning

Peer-reviewed
2003

Hierarchical Bayesian estimates of distributed MEG sources: theoretical aspects and comparison of variational and MCMC methods

Peer-reviewed
DOI
10.1016/j.neuroimage.2006.05.001
2007

Unsupervised Variational Bayesian Learning of Nonlinear Models

Peer-reviewed
2005

On image decompositions, segmentation and denoising using variational methods

2015

Easily implementable iterative methods for variational inequalities with nonlinear diffusion-convection operator and constraints to the gradient of solution

Peer-reviewed
DOI
10.1515/rnam-2015-0005
2015